Overview
Brought to you by YData
Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 28327324 |
| Missing cells | 7885065 |
| Missing cells (%) | 1.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.7 GiB |
| Average record size in memory | 365.8 B |
Variable types
| Categorical | 5 |
|---|---|
| Numeric | 17 |
id_categoria has constant value "1" | Constant |
canal is highly overall correlated with segmento | High correlation |
densidad_hab is highly overall correlated with superficie_km2 | High correlation |
dolar is highly overall correlated with id_periodo and 2 other fields | High correlation |
id_barrio is highly overall correlated with id_comuna | High correlation |
id_comuna is highly overall correlated with id_barrio | High correlation |
id_periodo is highly overall correlated with dolar and 2 other fields | High correlation |
segmento is highly overall correlated with canal | High correlation |
superficie_km2 is highly overall correlated with densidad_hab | High correlation |
tpm is highly overall correlated with dolar and 2 other fields | High correlation |
uf is highly overall correlated with dolar and 2 other fields | High correlation |
segmento is highly imbalanced (55.3%) | Imbalance |
descr_flag_patente is highly imbalanced (91.5%) | Imbalance |
indice_gse has 1645935 (5.8%) missing values | Missing |
n_habitantes has 1645935 (5.8%) missing values | Missing |
n_ptos_interes has 476688 (1.7%) missing values | Missing |
superficie_km2 has 476688 (1.7%) missing values | Missing |
densidad_hab has 1645935 (5.8%) missing values | Missing |
tasa_desempleo has 601516 (2.1%) missing values | Missing |
liq_um is highly skewed (γ1 = 78.47871768) | Skewed |
liq_um has 433340 (1.5%) zeros | Zeros |
ipc has 1684246 (5.9%) zeros | Zeros |
imacec has 1098185 (3.9%) zeros | Zeros |
Reproduction
| Analysis started | 2025-10-18 17:38:47.488678 |
|---|---|
| Analysis finished | 2025-10-18 18:09:06.527328 |
| Duration | 30 minutes and 19.04 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
id_categoria
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 GiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 28327324 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 28327324 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 28327324 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 28327324 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 28327324 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 28327324 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 28327324 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 28327324 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 28327324 |
id_cliente
Real number (ℝ)
| Distinct | 97065 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 372401.02 |
| Minimum | 13 |
|---|---|
| Maximum | 727517 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 216.1 MiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 60522 |
| Q1 | 190023 |
| median | 374107 |
| Q3 | 556663 |
| 95-th percentile | 689253 |
| Maximum | 727517 |
| Range | 727504 |
| Interquartile range (IQR) | 366640 |
Descriptive statistics
| Standard deviation | 203824.56 |
|---|---|
| Coefficient of variation (CV) | 0.54732546 |
| Kurtosis | -1.2000749 |
| Mean | 372401.02 |
| Median Absolute Deviation (MAD) | 182834 |
| Skewness | -0.072202653 |
| Sum | 1.0549124 × 1013 |
| Variance | 4.1544451 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 310323 | 5070 | < 0.1% |
| 563742 | 4794 | < 0.1% |
| 317419 | 4738 | < 0.1% |
| 386909 | 4616 | < 0.1% |
| 703385 | 4563 | < 0.1% |
| 397590 | 4541 | < 0.1% |
| 119666 | 4512 | < 0.1% |
| 435032 | 4479 | < 0.1% |
| 245753 | 4426 | < 0.1% |
| 229624 | 4414 | < 0.1% |
| Other values (97055) | 28281171 |
| Value | Count | Frequency (%) |
| 13 | 15 | < 0.1% |
| 33 | 290 | < 0.1% |
| 51 | 1549 | |
| 56 | 452 | < 0.1% |
| 62 | 126 | < 0.1% |
| 64 | 3 | < 0.1% |
| 86 | 278 | < 0.1% |
| 122 | 454 | < 0.1% |
| 148 | 65 | < 0.1% |
| 149 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 727517 | 1 | < 0.1% |
| 727516 | 1 | < 0.1% |
| 727515 | 1 | < 0.1% |
| 727513 | 179 | |
| 727512 | 352 | |
| 727510 | 1 | < 0.1% |
| 727507 | 159 | |
| 727505 | 158 | |
| 727494 | 9 | < 0.1% |
| 727493 | 17 | < 0.1% |
id_periodo
Real number (ℝ)
High correlation
| Distinct | 84 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 202190.02 |
| Minimum | 201809 |
|---|---|
| Maximum | 202508 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 216.1 MiB |
Quantile statistics
| Minimum | 201809 |
|---|---|
| 5-th percentile | 201902 |
| Q1 | 202010 |
| median | 202206 |
| Q3 | 202401 |
| 95-th percentile | 202504 |
| Maximum | 202508 |
| Range | 699 |
| Interquartile range (IQR) | 391 |
Descriptive statistics
| Standard deviation | 199.64598 |
|---|---|
| Coefficient of variation (CV) | 0.00098741759 |
| Kurtosis | -1.0544741 |
| Mean | 202190.02 |
| Median Absolute Deviation (MAD) | 195 |
| Skewness | -0.11911251 |
| Sum | 5.7275023 × 1012 |
| Variance | 39858.519 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 202212 | 431300 | 1.5% |
| 202312 | 410059 | 1.4% |
| 202412 | 407005 | 1.4% |
| 202303 | 404418 | 1.4% |
| 202112 | 394008 | 1.4% |
| 202211 | 391564 | 1.4% |
| 202109 | 389822 | 1.4% |
| 202502 | 388200 | 1.4% |
| 202401 | 387052 | 1.4% |
| 202203 | 386607 | 1.4% |
| Other values (74) | 24337289 |
| Value | Count | Frequency (%) |
| 201809 | 260451 | |
| 201810 | 252172 | |
| 201811 | 283500 | |
| 201812 | 314043 | |
| 201901 | 298732 | |
| 201902 | 298273 | |
| 201903 | 299924 | |
| 201904 | 280120 | |
| 201905 | 278713 | |
| 201906 | 252741 |
| Value | Count | Frequency (%) |
| 202508 | 325489 | |
| 202507 | 333226 | |
| 202506 | 308601 | |
| 202505 | 337662 | |
| 202504 | 341065 | |
| 202503 | 385217 | |
| 202502 | 388200 | |
| 202501 | 385482 | |
| 202412 | 407005 | |
| 202411 | 364850 |
tipo_mix
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 GiB |
| PREMIUM | |
|---|---|
| MASIVO |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.5508977 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PREMIUM |
|---|---|
| 2nd row | PREMIUM |
| 3rd row | PREMIUM |
| 4th row | PREMIUM |
| 5th row | PREMIUM |
Common Values
| Value | Count | Frequency (%) |
| PREMIUM | 15605459 | |
| MASIVO | 12721865 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| premium | 15605459 | |
| masivo | 12721865 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 43932783 | |
| I | 28327324 | |
| R | 15605459 | 8.4% |
| P | 15605459 | 8.4% |
| E | 15605459 | 8.4% |
| U | 15605459 | 8.4% |
| A | 12721865 | 6.9% |
| S | 12721865 | 6.9% |
| V | 12721865 | 6.9% |
| O | 12721865 | 6.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 185569403 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| M | 43932783 | |
| I | 28327324 | |
| R | 15605459 | 8.4% |
| P | 15605459 | 8.4% |
| E | 15605459 | 8.4% |
| U | 15605459 | 8.4% |
| A | 12721865 | 6.9% |
| S | 12721865 | 6.9% |
| V | 12721865 | 6.9% |
| O | 12721865 | 6.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 185569403 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| M | 43932783 | |
| I | 28327324 | |
| R | 15605459 | 8.4% |
| P | 15605459 | 8.4% |
| E | 15605459 | 8.4% |
| U | 15605459 | 8.4% |
| A | 12721865 | 6.9% |
| S | 12721865 | 6.9% |
| V | 12721865 | 6.9% |
| O | 12721865 | 6.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 185569403 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| M | 43932783 | |
| I | 28327324 | |
| R | 15605459 | 8.4% |
| P | 15605459 | 8.4% |
| E | 15605459 | 8.4% |
| U | 15605459 | 8.4% |
| A | 12721865 | 6.9% |
| S | 12721865 | 6.9% |
| V | 12721865 | 6.9% |
| O | 12721865 | 6.9% |
id_sku_venta
Real number (ℝ)
| Distinct | 520 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 428579.43 |
| Minimum | 515 |
|---|---|
| Maximum | 604926 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 216.1 MiB |
Quantile statistics
| Minimum | 515 |
|---|---|
| 5-th percentile | 7493 |
| Q1 | 450325 |
| median | 450604 |
| Q3 | 450749 |
| 95-th percentile | 451269 |
| Maximum | 604926 |
| Range | 604411 |
| Interquartile range (IQR) | 424 |
Descriptive statistics
| Standard deviation | 104985.77 |
|---|---|
| Coefficient of variation (CV) | 0.24496222 |
| Kurtosis | 12.112201 |
| Mean | 428579.43 |
| Median Absolute Deviation (MAD) | 201 |
| Skewness | -3.5935882 |
| Sum | 1.2140508 × 1013 |
| Variance | 1.1022012 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 450607 | 1159881 | 4.1% |
| 450604 | 981474 | 3.5% |
| 450592 | 918378 | 3.2% |
| 450684 | 914142 | 3.2% |
| 450237 | 907067 | 3.2% |
| 450133 | 852698 | 3.0% |
| 450403 | 749381 | 2.6% |
| 592 | 741858 | 2.6% |
| 450746 | 728508 | 2.6% |
| 450417 | 721352 | 2.5% |
| Other values (510) | 19652585 |
| Value | Count | Frequency (%) |
| 515 | 65937 | 0.2% |
| 566 | 369 | < 0.1% |
| 592 | 741858 | |
| 595 | 130305 | 0.5% |
| 622 | 116009 | 0.4% |
| 763 | 23991 | 0.1% |
| 765 | 80408 | 0.3% |
| 7481 | 14234 | 0.1% |
| 7482 | 12103 | < 0.1% |
| 7483 | 59447 | 0.2% |
| Value | Count | Frequency (%) |
| 604926 | 3169 | < 0.1% |
| 604583 | 2105 | < 0.1% |
| 604582 | 34283 | 0.1% |
| 604581 | 390476 | |
| 604580 | 42379 | 0.1% |
| 604533 | 45 | < 0.1% |
| 604514 | 494 | < 0.1% |
| 604509 | 32340 | 0.1% |
| 604508 | 5513 | < 0.1% |
| 451500 | 7287 | < 0.1% |
liq_um
Real number (ℝ)
Skewed Zeros
| Distinct | 16318 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.93081289 |
| Minimum | -89.46 |
|---|---|
| Maximum | 3096.6533 |
| Zeros | 433340 |
| Zeros (%) | 1.5% |
| Negative | 4395 |
| Negative (%) | < 0.1% |
| Memory size | 216.1 MiB |
Quantile statistics
| Minimum | -89.46 |
|---|---|
| 5-th percentile | 0.0462 |
| Q1 | 0.084 |
| median | 0.21 |
| Q3 | 0.588 |
| 95-th percentile | 2.94 |
| Maximum | 3096.6533 |
| Range | 3186.1133 |
| Interquartile range (IQR) | 0.504 |
Descriptive statistics
| Standard deviation | 7.3722788 |
|---|---|
| Coefficient of variation (CV) | 7.9202586 |
| Kurtosis | 12213.228 |
| Mean | 0.93081289 |
| Median Absolute Deviation (MAD) | 0.1512 |
| Skewness | 78.478718 |
| Sum | 26367438 |
| Variance | 54.350495 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.07896 | 1776867 | 6.3% |
| 0.05544 | 1702889 | 6.0% |
| 0.084 | 1338104 | 4.7% |
| 0.15792 | 1214046 | 4.3% |
| 0.0588 | 912625 | 3.2% |
| 0.168 | 902608 | 3.2% |
| 0.11088 | 780586 | 2.8% |
| 0.05964 | 754101 | 2.7% |
| 0.23688 | 752916 | 2.7% |
| 0.042 | 651926 | 2.3% |
| Other values (16308) | 17540656 |
| Value | Count | Frequency (%) |
| -89.46 | 1 | |
| -63.168 | 1 | |
| -56.8512 | 1 | |
| -52.98216 | 1 | |
| -47.7708 | 1 | |
| -38.34852 | 1 | |
| -35.784 | 1 | |
| -33.3984 | 1 | |
| -33.264 | 1 | |
| -31.584 | 1 |
| Value | Count | Frequency (%) |
| 3096.65328 | 1 | |
| 2949.9456 | 1 | |
| 2527.66752 | 1 | |
| 2349.8496 | 1 | |
| 2336.97912 | 1 | |
| 2128.7616 | 1 | |
| 2021.376 | 1 | |
| 1958.208 | 1 | |
| 1953.4704 | 1 | |
| 1895.04 | 1 |
id_barrio
Real number (ℝ)
High correlation
| Distinct | 1981 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 90113 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 916951.61 |
| Minimum | 110110 |
|---|---|
| Maximum | 1510511 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 216.1 MiB |
Quantile statistics
| Minimum | 110110 |
|---|---|
| 5-th percentile | 310113 |
| Q1 | 610815 |
| median | 910117 |
| Q3 | 1311212 |
| 95-th percentile | 1360310 |
| Maximum | 1510511 |
| Range | 1400401 |
| Interquartile range (IQR) | 700397 |
Descriptive statistics
| Standard deviation | 365671.18 |
|---|---|
| Coefficient of variation (CV) | 0.39879006 |
| Kurtosis | -1.0680288 |
| Mean | 916951.61 |
| Median Absolute Deviation (MAD) | 399306 |
| Skewness | -0.24201081 |
| Sum | 2.5892156 × 1013 |
| Variance | 1.3371541 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1020110 | 133284 | 0.5% |
| 1010121 | 131312 | 0.5% |
| 1312419 | 123953 | 0.4% |
| 840124 | 110610 | 0.4% |
| 1030123 | 109482 | 0.4% |
| 620110 | 108945 | 0.4% |
| 510310 | 108122 | 0.4% |
| 810213 | 101642 | 0.4% |
| 1310124 | 93454 | 0.3% |
| 1010915 | 83774 | 0.3% |
| Other values (1971) | 27132633 | |
| (Missing) | 90113 | 0.3% |
| Value | Count | Frequency (%) |
| 110110 | 39877 | |
| 110111 | 11568 | < 0.1% |
| 110112 | 31914 | |
| 110113 | 30080 | |
| 110114 | 31371 | |
| 110115 | 21677 | |
| 110116 | 36604 | |
| 110117 | 28046 | |
| 110118 | 47995 | |
| 110119 | 5516 | < 0.1% |
| Value | Count | Frequency (%) |
| 1510511 | 21528 | |
| 1510128 | 52 | < 0.1% |
| 1510126 | 14548 | |
| 1510125 | 4743 | < 0.1% |
| 1510124 | 25282 | |
| 1510123 | 17476 | |
| 1510122 | 32535 | |
| 1510121 | 6205 | < 0.1% |
| 1510120 | 16048 | |
| 1510119 | 12902 | < 0.1% |
id_comuna
Real number (ℝ)
High correlation
| Distinct | 326 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9173.6821 |
| Minimum | 1101 |
|---|---|
| Maximum | 15105 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 216.1 MiB |
Quantile statistics
| Minimum | 1101 |
|---|---|
| 5-th percentile | 3101 |
| Q1 | 6109 |
| median | 9101 |
| Q3 | 13112 |
| 95-th percentile | 13603 |
| Maximum | 15105 |
| Range | 14004 |
| Interquartile range (IQR) | 7003 |
Descriptive statistics
| Standard deviation | 3658.0398 |
|---|---|
| Coefficient of variation (CV) | 0.39875371 |
| Kurtosis | -1.0664497 |
| Mean | 9173.6821 |
| Median Absolute Deviation (MAD) | 3993 |
| Skewness | -0.24539343 |
| Sum | 2.5986586 × 1011 |
| Variance | 13381255 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13101 | 710538 | 2.5% |
| 5101 | 541275 | 1.9% |
| 5109 | 533766 | 1.9% |
| 10101 | 504136 | 1.8% |
| 2101 | 496689 | 1.8% |
| 9101 | 478695 | 1.7% |
| 8101 | 464934 | 1.6% |
| 13110 | 455889 | 1.6% |
| 8401 | 452928 | 1.6% |
| 13119 | 425316 | 1.5% |
| Other values (316) | 23263158 |
| Value | Count | Frequency (%) |
| 1101 | 316881 | |
| 1107 | 128403 | 0.5% |
| 1401 | 21413 | 0.1% |
| 2101 | 496689 | |
| 2102 | 27953 | 0.1% |
| 2103 | 7622 | < 0.1% |
| 2104 | 35320 | 0.1% |
| 2201 | 226946 | |
| 2203 | 43534 | 0.2% |
| 2301 | 64522 | 0.2% |
| Value | Count | Frequency (%) |
| 15105 | 21528 | 0.1% |
| 15101 | 303217 | |
| 14204 | 75117 | 0.3% |
| 14203 | 32711 | 0.1% |
| 14202 | 44882 | 0.2% |
| 14201 | 78284 | 0.3% |
| 14108 | 84544 | 0.3% |
| 14107 | 38350 | 0.1% |
| 14106 | 68355 | 0.2% |
| 14104 | 36824 | 0.1% |
segmento
Categorical
High correlation Imbalance
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 GiB |
| AL | |
|---|---|
| BO | |
| RT | |
| MA | |
| FS | 1017052 |
| Other values (14) | 744690 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BO |
|---|---|
| 2nd row | BO |
| 3rd row | BO |
| 4th row | BO |
| 5th row | BO |
Common Values
| Value | Count | Frequency (%) |
| AL | 11815483 | |
| BO | 11295651 | |
| RT | 1950447 | 6.9% |
| MA | 1504001 | 5.3% |
| FS | 1017052 | 3.6% |
| BA | 486982 | 1.7% |
| IE | 135488 | 0.5% |
| AP | 53830 | 0.2% |
| DI | 33053 | 0.1% |
| FF | 31506 | 0.1% |
| Other values (9) | 3831 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| al | 11815483 | |
| bo | 11295651 | |
| rt | 1950447 | 6.9% |
| ma | 1504001 | 5.3% |
| fs | 1017052 | 3.6% |
| ba | 486982 | 1.7% |
| ie | 135488 | 0.5% |
| ap | 53830 | 0.2% |
| di | 33053 | 0.1% |
| ff | 31506 | 0.1% |
| Other values (9) | 3831 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 13860319 | |
| L | 11815483 | |
| B | 11782639 | |
| O | 11295651 | |
| R | 1952888 | 3.4% |
| T | 1950447 | 3.4% |
| M | 1504005 | 2.7% |
| F | 1080102 | 1.9% |
| S | 1017085 | 1.8% |
| I | 169804 | 0.3% |
| Other values (5) | 226225 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 56654648 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 13860319 | |
| L | 11815483 | |
| B | 11782639 | |
| O | 11295651 | |
| R | 1952888 | 3.4% |
| T | 1950447 | 3.4% |
| M | 1504005 | 2.7% |
| F | 1080102 | 1.9% |
| S | 1017085 | 1.8% |
| I | 169804 | 0.3% |
| Other values (5) | 226225 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 56654648 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 13860319 | |
| L | 11815483 | |
| B | 11782639 | |
| O | 11295651 | |
| R | 1952888 | 3.4% |
| T | 1950447 | 3.4% |
| M | 1504005 | 2.7% |
| F | 1080102 | 1.9% |
| S | 1017085 | 1.8% |
| I | 169804 | 0.3% |
| Other values (5) | 226225 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 56654648 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 13860319 | |
| L | 11815483 | |
| B | 11782639 | |
| O | 11295651 | |
| R | 1952888 | 3.4% |
| T | 1950447 | 3.4% |
| M | 1504005 | 2.7% |
| F | 1080102 | 1.9% |
| S | 1017085 | 1.8% |
| I | 169804 | 0.3% |
| Other values (5) | 226225 | 0.4% |
canal
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 GiB |
| COMPRA | |
|---|---|
| CONSUMO | |
| MAYORISTA | 1504005 |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.2903266 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | COMPRA |
|---|---|
| 2nd row | COMPRA |
| 3rd row | COMPRA |
| 4th row | COMPRA |
| 5th row | COMPRA |
Common Values
| Value | Count | Frequency (%) |
| COMPRA | 23111157 | |
| CONSUMO | 3712162 | 13.1% |
| MAYORISTA | 1504005 | 5.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| compra | 23111157 | |
| consumo | 3712162 | 13.1% |
| mayorista | 1504005 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| O | 32039486 | |
| M | 28327324 | |
| C | 26823319 | |
| A | 26119167 | |
| R | 24615162 | |
| P | 23111157 | |
| S | 5216167 | 2.9% |
| N | 3712162 | 2.1% |
| U | 3712162 | 2.1% |
| Y | 1504005 | 0.8% |
| Other values (2) | 3008010 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 178188121 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| O | 32039486 | |
| M | 28327324 | |
| C | 26823319 | |
| A | 26119167 | |
| R | 24615162 | |
| P | 23111157 | |
| S | 5216167 | 2.9% |
| N | 3712162 | 2.1% |
| U | 3712162 | 2.1% |
| Y | 1504005 | 0.8% |
| Other values (2) | 3008010 | 1.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 178188121 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| O | 32039486 | |
| M | 28327324 | |
| C | 26823319 | |
| A | 26119167 | |
| R | 24615162 | |
| P | 23111157 | |
| S | 5216167 | 2.9% |
| N | 3712162 | 2.1% |
| U | 3712162 | 2.1% |
| Y | 1504005 | 0.8% |
| Other values (2) | 3008010 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 178188121 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| O | 32039486 | |
| M | 28327324 | |
| C | 26823319 | |
| A | 26119167 | |
| R | 24615162 | |
| P | 23111157 | |
| S | 5216167 | 2.9% |
| N | 3712162 | 2.1% |
| U | 3712162 | 2.1% |
| Y | 1504005 | 0.8% |
| Other values (2) | 3008010 | 1.7% |
descr_flag_patente
Categorical
Imbalance
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 GiB |
| CON PATENTE | |
|---|---|
| SIN PATENTE | 532478 |
| NaN | 90113 |
| None | 10597 |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 10.971932 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | CON PATENTE |
|---|---|
| 2nd row | CON PATENTE |
| 3rd row | CON PATENTE |
| 4th row | CON PATENTE |
| 5th row | CON PATENTE |
Common Values
| Value | Count | Frequency (%) |
| CON PATENTE | 27694136 | |
| SIN PATENTE | 532478 | 1.9% |
| NaN | 90113 | 0.3% |
| None | 10597 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| patente | 28226614 | |
| con | 27694136 | |
| sin | 532478 | 0.9% |
| nan | 90113 | 0.2% |
| none | 10597 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 56644051 | |
| T | 56453228 | |
| E | 56453228 | |
| A | 28226614 | |
| P | 28226614 | |
| 28226614 | ||
| C | 27694136 | |
| O | 27694136 | |
| S | 532478 | 0.2% |
| I | 532478 | 0.2% |
| Other values (4) | 121904 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 310805481 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| N | 56644051 | |
| T | 56453228 | |
| E | 56453228 | |
| A | 28226614 | |
| P | 28226614 | |
| 28226614 | ||
| C | 27694136 | |
| O | 27694136 | |
| S | 532478 | 0.2% |
| I | 532478 | 0.2% |
| Other values (4) | 121904 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 310805481 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| N | 56644051 | |
| T | 56453228 | |
| E | 56453228 | |
| A | 28226614 | |
| P | 28226614 | |
| 28226614 | ||
| C | 27694136 | |
| O | 27694136 | |
| S | 532478 | 0.2% |
| I | 532478 | 0.2% |
| Other values (4) | 121904 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 310805481 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| N | 56644051 | |
| T | 56453228 | |
| E | 56453228 | |
| A | 28226614 | |
| P | 28226614 | |
| 28226614 | ||
| C | 27694136 | |
| O | 27694136 | |
| S | 532478 | 0.2% |
| I | 532478 | 0.2% |
| Other values (4) | 121904 | < 0.1% |
indice_gse
Real number (ℝ)
Missing
| Distinct | 1357 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1645935 |
| Missing (%) | 5.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1053451 |
| Minimum | 0 |
|---|---|
| Maximum | 0.61673068 |
| Zeros | 102 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 216.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.043121391 |
| Q1 | 0.068272055 |
| median | 0.087306383 |
| Q3 | 0.12247283 |
| 95-th percentile | 0.20629466 |
| Maximum | 0.61673068 |
| Range | 0.61673068 |
| Interquartile range (IQR) | 0.054200774 |
Descriptive statistics
| Standard deviation | 0.066174549 |
|---|---|
| Coefficient of variation (CV) | 0.62816921 |
| Kurtosis | 11.497237 |
| Mean | 0.1053451 |
| Median Absolute Deviation (MAD) | 0.02393921 |
| Skewness | 2.8604134 |
| Sum | 2810753.6 |
| Variance | 0.0043790709 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.07329672992 | 133284 | 0.5% |
| 0.08730638337 | 131312 | 0.5% |
| 0.09541343967 | 123953 | 0.4% |
| 0.08526095211 | 110610 | 0.4% |
| 0.06793420572 | 109482 | 0.4% |
| 0.08685738999 | 108945 | 0.4% |
| 0.1896850416 | 108122 | 0.4% |
| 0.07785206482 | 101642 | 0.4% |
| 0.1990852323 | 93454 | 0.3% |
| 0.1335891505 | 83774 | 0.3% |
| Other values (1347) | 25576811 | |
| (Missing) | 1645935 | 5.8% |
| Value | Count | Frequency (%) |
| 0 | 102 | < 0.1% |
| 0.01633379986 | 14316 | |
| 0.01742628475 | 18775 | |
| 0.01762380952 | 7120 | < 0.1% |
| 0.01765070729 | 11037 | |
| 0.01842043896 | 18538 | |
| 0.02240665584 | 26988 | |
| 0.02309187279 | 18493 | |
| 0.02337123746 | 4248 | < 0.1% |
| 0.0239652968 | 5642 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.6167306786 | 6400 | < 0.1% |
| 0.5621148523 | 451 | < 0.1% |
| 0.5404644309 | 25800 | |
| 0.5339663947 | 19733 | |
| 0.5241336952 | 6503 | < 0.1% |
| 0.5131611595 | 4166 | < 0.1% |
| 0.5081605505 | 12256 | < 0.1% |
| 0.4919868472 | 32100 | |
| 0.4726691173 | 26456 | |
| 0.4457646212 | 3874 | < 0.1% |
n_habitantes
Real number (ℝ)
Missing
| Distinct | 1312 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1645935 |
| Missing (%) | 5.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17581.999 |
| Minimum | 0 |
|---|---|
| Maximum | 99870 |
| Zeros | 102 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 216.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1989 |
| Q1 | 7382 |
| median | 14288 |
| Q3 | 22370 |
| 95-th percentile | 48215 |
| Maximum | 99870 |
| Range | 99870 |
| Interquartile range (IQR) | 14988 |
Descriptive statistics
| Standard deviation | 14912.314 |
|---|---|
| Coefficient of variation (CV) | 0.84815805 |
| Kurtosis | 6.9860673 |
| Mean | 17581.999 |
| Median Absolute Deviation (MAD) | 7179 |
| Skewness | 2.1597003 |
| Sum | 4.6911215 × 1011 |
| Variance | 2.2237711 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25363 | 133284 | 0.5% |
| 58080 | 131312 | 0.5% |
| 97044 | 123953 | 0.4% |
| 50776 | 110610 | 0.4% |
| 52411 | 109482 | 0.4% |
| 12776 | 108945 | 0.4% |
| 39175 | 108122 | 0.4% |
| 55031 | 101642 | 0.4% |
| 20954 | 93454 | 0.3% |
| 24910 | 83774 | 0.3% |
| Other values (1302) | 25576811 | |
| (Missing) | 1645935 | 5.8% |
| Value | Count | Frequency (%) |
| 0 | 102 | < 0.1% |
| 7 | 16 | < 0.1% |
| 12 | 524 | < 0.1% |
| 14 | 2170 | < 0.1% |
| 23 | 460 | < 0.1% |
| 31 | 3775 | < 0.1% |
| 32 | 11177 | |
| 34 | 2179 | < 0.1% |
| 46 | 9552 | |
| 61 | 259 | < 0.1% |
| Value | Count | Frequency (%) |
| 99870 | 79319 | |
| 97044 | 123953 | |
| 79755 | 14288 | 0.1% |
| 79124 | 71075 | |
| 73958 | 61690 | |
| 72888 | 31521 | 0.1% |
| 61654 | 50881 | 0.2% |
| 60332 | 26456 | 0.1% |
| 60260 | 15662 | 0.1% |
| 58080 | 131312 |
n_ptos_interes
Real number (ℝ)
Missing
| Distinct | 173 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 476688 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.701317 |
| Minimum | 1 |
|---|---|
| Maximum | 596 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 216.1 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 13 |
| median | 29 |
| Q3 | 64 |
| 95-th percentile | 201 |
| Maximum | 596 |
| Range | 595 |
| Interquartile range (IQR) | 51 |
Descriptive statistics
| Standard deviation | 75.157942 |
|---|---|
| Coefficient of variation (CV) | 1.3739695 |
| Kurtosis | 16.749649 |
| Mean | 54.701317 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 3.5414581 |
| Sum | 1.5234665 × 109 |
| Variance | 5648.7163 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 678844 | 2.4% |
| 9 | 670499 | 2.4% |
| 5 | 635316 | 2.2% |
| 13 | 580978 | 2.1% |
| 12 | 574507 | 2.0% |
| 6 | 572793 | 2.0% |
| 7 | 572029 | 2.0% |
| 18 | 559950 | 2.0% |
| 2 | 548379 | 1.9% |
| 29 | 544992 | 1.9% |
| Other values (163) | 21912349 |
| Value | Count | Frequency (%) |
| 1 | 495515 | |
| 2 | 548379 | |
| 3 | 484851 | |
| 4 | 498663 | |
| 5 | 635316 | |
| 6 | 572793 | |
| 7 | 572029 | |
| 8 | 540840 | |
| 9 | 670499 | |
| 10 | 362635 |
| Value | Count | Frequency (%) |
| 596 | 93454 | |
| 539 | 40709 | |
| 501 | 26456 | 0.1% |
| 461 | 83774 | |
| 446 | 48398 | |
| 365 | 34801 | 0.1% |
| 361 | 46739 | |
| 359 | 42367 | |
| 343 | 41592 | |
| 290 | 35781 | 0.1% |
superficie_km2
Real number (ℝ)
High correlation Missing
| Distinct | 1808 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 476688 |
| Missing (%) | 1.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.215742 |
| Minimum | 0.10992095 |
|---|---|
| Maximum | 17132.919 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 216.1 MiB |
Quantile statistics
| Minimum | 0.10992095 |
|---|---|
| 5-th percentile | 0.7644413 |
| Q1 | 1.6825796 |
| median | 8.9982362 |
| Q3 | 46.13131 |
| 95-th percentile | 260.90565 |
| Maximum | 17132.919 |
| Range | 17132.809 |
| Interquartile range (IQR) | 44.44873 |
Descriptive statistics
| Standard deviation | 353.08092 |
|---|---|
| Coefficient of variation (CV) | 4.3474444 |
| Kurtosis | 406.73335 |
| Mean | 81.215742 |
| Median Absolute Deviation (MAD) | 8.0281871 |
| Skewness | 14.379017 |
| Sum | 2.2619101 × 109 |
| Variance | 124666.14 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.617478003 | 133284 | 0.5% |
| 24.24593612 | 131312 | 0.5% |
| 22.98189622 | 123953 | 0.4% |
| 26.65355894 | 110610 | 0.4% |
| 62.91280314 | 109482 | 0.4% |
| 142.0838396 | 108945 | 0.4% |
| 11.86972651 | 108122 | 0.4% |
| 64.86280707 | 101642 | 0.4% |
| 1.212648825 | 93454 | 0.3% |
| 117.8213195 | 83774 | 0.3% |
| Other values (1798) | 26746058 | |
| (Missing) | 476688 | 1.7% |
| Value | Count | Frequency (%) |
| 0.1099209533 | 19330 | |
| 0.150668958 | 7990 | < 0.1% |
| 0.2286851919 | 1272 | < 0.1% |
| 0.2662815307 | 3149 | < 0.1% |
| 0.2857682808 | 4729 | < 0.1% |
| 0.3062273498 | 8744 | < 0.1% |
| 0.3184937931 | 18681 | |
| 0.3213928872 | 10230 | |
| 0.3249334435 | 61 | < 0.1% |
| 0.3252875531 | 24753 |
| Value | Count | Frequency (%) |
| 17132.91893 | 1476 | < 0.1% |
| 10403.7113 | 2228 | < 0.1% |
| 9104.650689 | 4 | < 0.1% |
| 8827.694491 | 9 | < 0.1% |
| 6473.267074 | 122 | < 0.1% |
| 5013.033193 | 737 | < 0.1% |
| 4804.267014 | 269 | < 0.1% |
| 4753.380743 | 7 | < 0.1% |
| 4475.328644 | 7606 | |
| 4371.358449 | 14677 |
densidad_hab
Real number (ℝ)
High correlation Missing
| Distinct | 1357 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1645935 |
| Missing (%) | 5.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4983.9369 |
| Minimum | 0 |
|---|---|
| Maximum | 45213.161 |
| Zeros | 102 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 216.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 16.359227 |
| Q1 | 317.9393 |
| median | 2767.952 |
| Q3 | 8257.1378 |
| 95-th percentile | 15366.71 |
| Maximum | 45213.161 |
| Range | 45213.161 |
| Interquartile range (IQR) | 7939.1985 |
Descriptive statistics
| Standard deviation | 5959.9686 |
|---|---|
| Coefficient of variation (CV) | 1.1958355 |
| Kurtosis | 8.0252512 |
| Mean | 4983.9369 |
| Median Absolute Deviation (MAD) | 2682.2504 |
| Skewness | 2.1004575 |
| Sum | 1.3297836 × 1011 |
| Variance | 35521226 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2943.204496 | 133284 | 0.5% |
| 2395.452983 | 131312 | 0.5% |
| 4222.628066 | 123953 | 0.4% |
| 1905.036401 | 110610 | 0.4% |
| 833.0736732 | 109482 | 0.4% |
| 89.91874119 | 108945 | 0.4% |
| 3300.413026 | 108122 | 0.4% |
| 848.421499 | 101642 | 0.4% |
| 17279.52856 | 93454 | 0.3% |
| 211.4218387 | 83774 | 0.3% |
| Other values (1347) | 25576811 | |
| (Missing) | 1645935 | 5.8% |
| Value | Count | Frequency (%) |
| 0 | 102 | < 0.1% |
| 0.01553075957 | 460 | < 0.1% |
| 0.05665253926 | 524 | < 0.1% |
| 0.05846651031 | 9 | < 0.1% |
| 0.08198804269 | 16 | < 0.1% |
| 0.1840793419 | 2170 | < 0.1% |
| 0.1891772095 | 196 | < 0.1% |
| 0.3240110898 | 3615 | < 0.1% |
| 0.398341675 | 12578 | |
| 0.5429295912 | 9300 |
| Value | Count | Frequency (%) |
| 45213.16077 | 46763 | |
| 43586.47453 | 34988 | |
| 42636.91265 | 28667 | |
| 37937.9024 | 34273 | |
| 29464.32813 | 37701 | |
| 25148.02693 | 27046 | |
| 22474.67934 | 18656 | 0.1% |
| 22011.04649 | 18481 | 0.1% |
| 21551.83795 | 15212 | 0.1% |
| 21421.87834 | 27382 |
uf
Real number (ℝ)
High correlation
| Distinct | 83 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 260451 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33019.566 |
| Minimum | 27432.1 |
|---|---|
| Maximum | 39383.07 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 216.1 MiB |
Quantile statistics
| Minimum | 27432.1 |
|---|---|
| 5-th percentile | 27565.76 |
| Q1 | 28838.63 |
| median | 33086.83 |
| Q3 | 36789.36 |
| 95-th percentile | 39075.41 |
| Maximum | 39383.07 |
| Range | 11950.97 |
| Interquartile range (IQR) | 7950.73 |
Descriptive statistics
| Standard deviation | 4067.6372 |
|---|---|
| Coefficient of variation (CV) | 0.12318869 |
| Kurtosis | -1.5759363 |
| Mean | 33019.566 |
| Median Absolute Deviation (MAD) | 4006.69 |
| Skewness | 0.061683399 |
| Sum | 9.2675596 × 1011 |
| Variance | 16545672 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35110.98 | 431300 | 1.5% |
| 36789.36 | 410059 | 1.4% |
| 38416.69 | 407005 | 1.4% |
| 35575.48 | 404418 | 1.4% |
| 30991.74 | 394008 | 1.4% |
| 34811.8 | 391564 | 1.4% |
| 30088.37 | 389822 | 1.4% |
| 38647.94 | 388200 | 1.4% |
| 36733.04 | 387052 | 1.4% |
| 31727.74 | 386607 | 1.4% |
| Other values (73) | 24076838 |
| Value | Count | Frequency (%) |
| 27432.1 | 252172 | |
| 27532.8 | 283500 | |
| 27546.22 | 298732 | |
| 27556.9 | 298273 | |
| 27565.76 | 299924 | |
| 27565.79 | 314043 | |
| 27662.17 | 280120 | |
| 27762.55 | 278713 | |
| 27903.3 | 252741 | |
| 27953.42 | 269705 |
| Value | Count | Frequency (%) |
| 39383.07 | 325489 | |
| 39267.07 | 308601 | |
| 39189.45 | 337662 | |
| 39179.01 | 333226 | |
| 39075.41 | 341065 | |
| 38894.11 | 385217 | |
| 38647.94 | 388200 | |
| 38416.69 | 407005 | |
| 38384.41 | 385482 | |
| 38247.92 | 364850 |
dolar
Real number (ℝ)
High correlation
| Distinct | 83 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 260451 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 835.72483 |
| Minimum | 649.92 |
|---|---|
| Maximum | 992.12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 216.1 MiB |
Quantile statistics
| Minimum | 649.92 |
|---|---|
| 5-th percentile | 679.86 |
| Q1 | 758.53 |
| median | 827.84 |
| Q3 | 919.97 |
| 95-th percentile | 980.19 |
| Maximum | 992.12 |
| Range | 342.2 |
| Interquartile range (IQR) | 161.44 |
Descriptive statistics
| Standard deviation | 95.020588 |
|---|---|
| Coefficient of variation (CV) | 0.11369841 |
| Kurtosis | -1.1303997 |
| Mean | 835.72483 |
| Median Absolute Deviation (MAD) | 83.58 |
| Skewness | -0.052007123 |
| Sum | 2.3456183 × 1010 |
| Variance | 9028.9122 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 859.51 | 431300 | 1.5% |
| 884.59 | 410059 | 1.4% |
| 992.12 | 407005 | 1.4% |
| 789.32 | 404418 | 1.4% |
| 850.25 | 394008 | 1.4% |
| 905.7 | 391564 | 1.4% |
| 803.59 | 389822 | 1.4% |
| 951.21 | 388200 | 1.4% |
| 932.66 | 387052 | 1.4% |
| 787.16 | 386607 | 1.4% |
| Other values (73) | 24076838 |
| Value | Count | Frequency (%) |
| 649.92 | 298273 | |
| 666.76 | 298732 | |
| 669.43 | 283500 | |
| 677.67 | 280120 | |
| 679.86 | 252741 | |
| 681.09 | 299924 | |
| 693.31 | 252172 | |
| 695.69 | 314043 | |
| 699.98 | 269705 | |
| 705.09 | 295538 |
| Value | Count | Frequency (%) |
| 992.12 | 407005 | |
| 988.1 | 385482 | |
| 982.38 | 374233 | |
| 980.19 | 381528 | |
| 978.07 | 333226 | |
| 977.32 | 364850 | |
| 967.48 | 325489 | |
| 966 | 377581 | |
| 956.58 | 353874 | |
| 951.21 | 388200 |
ipc
Real number (ℝ)
Zeros
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 260451 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.46172049 |
| Minimum | -0.5 |
|---|---|
| Maximum | 1.9 |
| Zeros | 1684246 |
| Zeros (%) | 5.9% |
| Negative | 3255225 |
| Negative (%) | 11.5% |
| Memory size | 216.1 MiB |
Quantile statistics
| Minimum | -0.5 |
|---|---|
| 5-th percentile | -0.2 |
| Q1 | 0.1 |
| median | 0.4 |
| Q3 | 0.7 |
| 95-th percentile | 1.3 |
| Maximum | 1.9 |
| Range | 2.4 |
| Interquartile range (IQR) | 0.6 |
Descriptive statistics
| Standard deviation | 0.46158654 |
|---|---|
| Coefficient of variation (CV) | 0.99970989 |
| Kurtosis | 0.17339507 |
| Mean | 0.46172049 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.56905211 |
| Sum | 12959050 |
| Variance | 0.21306213 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3 | 3058689 | |
| 0.4 | 3057898 | |
| 0.1 | 2938499 | |
| 0.7 | 2126496 | 7.5% |
| 0.2 | 1939548 | 6.8% |
| 0.5 | 1787039 | 6.3% |
| -0.1 | 1782117 | 6.3% |
| 0 | 1684246 | 5.9% |
| 0.8 | 1451072 | 5.1% |
| 1.2 | 1445668 | 5.1% |
| Other values (10) | 6795601 |
| Value | Count | Frequency (%) |
| -0.5 | 410059 | 1.4% |
| -0.4 | 308601 | 1.1% |
| -0.2 | 754448 | 2.7% |
| -0.1 | 1782117 | |
| 0 | 1684246 | |
| 0.1 | 2938499 | |
| 0.2 | 1939548 | |
| 0.3 | 3058689 | |
| 0.4 | 3057898 | |
| 0.5 | 1787039 |
| Value | Count | Frequency (%) |
| 1.9 | 386607 | 1.4% |
| 1.4 | 685585 | 2.4% |
| 1.3 | 382388 | 1.3% |
| 1.2 | 1445668 | |
| 1.1 | 789900 | 2.8% |
| 1 | 739060 | 2.6% |
| 0.9 | 1045239 | |
| 0.8 | 1451072 | |
| 0.7 | 2126496 | |
| 0.6 | 1293714 |
imacec
Real number (ℝ)
Zeros
| Distinct | 63 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 260451 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5527125 |
| Minimum | -15.3 |
|---|---|
| Maximum | 20.1 |
| Zeros | 1098185 |
| Zeros (%) | 3.9% |
| Negative | 8317156 |
| Negative (%) | 29.4% |
| Memory size | 216.1 MiB |
Quantile statistics
| Minimum | -15.3 |
|---|---|
| 5-th percentile | -5.3 |
| Q1 | -0.5 |
| median | 1.8 |
| Q3 | 3.8 |
| 95-th percentile | 18.1 |
| Maximum | 20.1 |
| Range | 35.4 |
| Interquartile range (IQR) | 4.3 |
Descriptive statistics
| Standard deviation | 6.3254893 |
|---|---|
| Coefficient of variation (CV) | 2.4779482 |
| Kurtosis | 1.7177419 |
| Mean | 2.5527125 |
| Median Absolute Deviation (MAD) | 2.2 |
| Skewness | 0.61982505 |
| Sum | 71646658 |
| Variance | 40.011815 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 1188802 | 4.2% |
| 2.5 | 1113599 | 3.9% |
| 0 | 1098185 | 3.9% |
| 2.3 | 949812 | 3.4% |
| -0.4 | 749989 | 2.6% |
| 18.1 | 707561 | 2.5% |
| 0.3 | 705930 | 2.5% |
| -1.2 | 689336 | 2.4% |
| 1.8 | 688218 | 2.4% |
| 6.4 | 675477 | 2.4% |
| Other values (53) | 19499964 |
| Value | Count | Frequency (%) |
| -15.3 | 228088 | |
| -14.1 | 220231 | |
| -12.4 | 201830 | |
| -11.3 | 287858 | |
| -10.7 | 233166 | |
| -5.3 | 305032 | |
| -3.5 | 270761 | |
| -3.4 | 291382 | |
| -3.3 | 318903 | |
| -3.1 | 323870 |
| Value | Count | Frequency (%) |
| 20.1 | 364001 | |
| 19.1 | 381116 | |
| 18.1 | 707561 | |
| 15.6 | 389822 | |
| 15 | 382388 | |
| 14.3 | 380931 | |
| 14.1 | 295538 | |
| 10.1 | 394008 | |
| 9 | 349381 | |
| 7.2 | 386607 |
tpm
Real number (ℝ)
High correlation
| Distinct | 26 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 260451 |
| Missing (%) | 0.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.1719741 |
| Minimum | 0.5 |
|---|---|
| Maximum | 11.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 216.1 MiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 1.75 |
| median | 5 |
| Q3 | 8.25 |
| 95-th percentile | 11.25 |
| Maximum | 11.25 |
| Range | 10.75 |
| Interquartile range (IQR) | 6.5 |
Descriptive statistics
| Standard deviation | 3.6801485 |
|---|---|
| Coefficient of variation (CV) | 0.71155586 |
| Kurtosis | -1.1947318 |
| Mean | 5.1719741 |
| Median Absolute Deviation (MAD) | 3.25 |
| Skewness | 0.31851947 |
| Sum | 1.4516114 × 108 |
| Variance | 13.543493 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 4483323 | |
| 11.25 | 3428216 | 12.1% |
| 5 | 2553232 | 9.0% |
| 2.75 | 1613034 | 5.7% |
| 1.75 | 1597455 | 5.6% |
| 3 | 1455762 | 5.1% |
| 8.25 | 1142986 | 4.0% |
| 5.5 | 1064923 | 3.8% |
| 9 | 1053915 | 3.7% |
| 5.75 | 992068 | 3.5% |
| Other values (16) | 8681959 |
| Value | Count | Frequency (%) |
| 0.5 | 4483323 | |
| 0.75 | 764602 | 2.7% |
| 1 | 270761 | 1.0% |
| 1.5 | 389822 | 1.4% |
| 1.75 | 1597455 | 5.6% |
| 2 | 304012 | 1.1% |
| 2.5 | 818737 | 2.9% |
| 2.75 | 1613034 | 5.7% |
| 3 | 1455762 | 5.1% |
| 4 | 394008 | 1.4% |
| Value | Count | Frequency (%) |
| 11.25 | 3428216 | |
| 10.75 | 377581 | 1.3% |
| 10.25 | 740610 | 2.6% |
| 9.75 | 705219 | 2.5% |
| 9.5 | 380498 | 1.3% |
| 9 | 1053915 | 3.7% |
| 8.25 | 1142986 | 4.0% |
| 7.25 | 755761 | 2.7% |
| 7 | 727563 | 2.6% |
| 6.5 | 357805 | 1.3% |
tasa_desempleo
Real number (ℝ)
Missing
| Distinct | 70 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 601516 |
| Missing (%) | 2.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.5004554 |
| Minimum | 6.7 |
|---|---|
| Maximum | 13.09 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 216.1 MiB |
Quantile statistics
| Minimum | 6.7 |
|---|---|
| 5-th percentile | 6.85 |
| Q1 | 7.8 |
| median | 8.41 |
| Q3 | 8.89 |
| 95-th percentile | 11.21 |
| Maximum | 13.09 |
| Range | 6.39 |
| Interquartile range (IQR) | 1.09 |
Descriptive statistics
| Standard deviation | 1.294189 |
|---|---|
| Coefficient of variation (CV) | 0.15224937 |
| Kurtosis | 2.4211403 |
| Mean | 8.5004554 |
| Median Absolute Deviation (MAD) | 0.52 |
| Skewness | 1.3980505 |
| Sum | 2.3568199 × 108 |
| Variance | 1.6749251 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.08 | 789393 | 2.8% |
| 8.04 | 759777 | 2.7% |
| 7.8 | 732482 | 2.6% |
| 8.68 | 728107 | 2.6% |
| 8.52 | 709790 | 2.5% |
| 7.19 | 690299 | 2.4% |
| 8.89 | 673056 | 2.4% |
| 7.81 | 652022 | 2.3% |
| 6.7 | 612316 | 2.2% |
| 9 | 605849 | 2.1% |
| Other values (60) | 20772717 | |
| (Missing) | 601516 | 2.1% |
| Value | Count | Frequency (%) |
| 6.7 | 612316 | |
| 6.8 | 582232 | |
| 6.85 | 299924 | |
| 6.86 | 280120 | |
| 6.88 | 318903 | |
| 6.98 | 341139 | |
| 7.01 | 291382 | |
| 7.05 | 304012 | |
| 7.09 | 278713 | |
| 7.1 | 504913 |
| Value | Count | Frequency (%) |
| 13.09 | 233166 | |
| 12.93 | 287858 | |
| 12.35 | 305032 | |
| 12.25 | 201830 | |
| 11.58 | 326174 | |
| 11.21 | 228088 | |
| 10.76 | 341475 | |
| 10.35 | 329602 | |
| 10.3 | 329975 | |
| 10.29 | 372408 |
Interactions
Correlations
| canal | densidad_hab | descr_flag_patente | dolar | id_barrio | id_cliente | id_comuna | id_periodo | id_sku_venta | imacec | indice_gse | ipc | liq_um | n_habitantes | n_ptos_interes | segmento | superficie_km2 | tasa_desempleo | tipo_mix | tpm | uf | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| canal | 1.000 | 0.040 | 0.123 | 0.065 | 0.064 | 0.035 | 0.064 | 0.082 | 0.152 | 0.052 | 0.176 | 0.021 | 0.038 | 0.095 | 0.185 | 1.000 | 0.031 | 0.088 | 0.087 | 0.086 | 0.094 |
| densidad_hab | 0.040 | 1.000 | 0.015 | -0.022 | 0.276 | -0.073 | 0.275 | -0.025 | 0.023 | 0.000 | 0.400 | -0.003 | 0.027 | 0.382 | 0.084 | 0.123 | -0.907 | -0.014 | 0.022 | -0.010 | -0.024 |
| descr_flag_patente | 0.123 | 0.015 | 1.000 | 0.042 | 0.042 | 0.027 | 0.059 | 0.049 | 0.029 | 0.025 | 0.040 | 0.016 | 0.000 | 0.017 | 0.028 | 0.305 | 0.018 | 0.043 | 0.004 | 0.044 | 0.048 |
| dolar | 0.065 | -0.022 | 0.042 | 1.000 | -0.005 | -0.004 | -0.005 | 0.864 | 0.247 | -0.032 | -0.004 | 0.169 | -0.067 | 0.005 | 0.000 | 0.034 | 0.029 | 0.141 | 0.132 | 0.518 | 0.865 |
| id_barrio | 0.064 | 0.276 | 0.042 | -0.005 | 1.000 | -0.111 | 0.997 | -0.006 | 0.031 | -0.001 | 0.058 | 0.005 | 0.030 | 0.086 | 0.122 | 0.170 | -0.202 | -0.000 | 0.063 | -0.002 | -0.006 |
| id_cliente | 0.035 | -0.073 | 0.027 | -0.004 | -0.111 | 1.000 | -0.110 | -0.007 | -0.017 | -0.002 | -0.042 | -0.013 | -0.003 | -0.024 | -0.024 | 0.058 | 0.057 | -0.006 | 0.054 | -0.012 | -0.006 |
| id_comuna | 0.064 | 0.275 | 0.059 | -0.005 | 0.997 | -0.110 | 1.000 | -0.006 | 0.032 | -0.001 | 0.058 | 0.005 | 0.030 | 0.085 | 0.121 | 0.170 | -0.202 | -0.000 | 0.063 | -0.002 | -0.006 |
| id_periodo | 0.082 | -0.025 | 0.049 | 0.864 | -0.006 | -0.007 | -0.006 | 1.000 | 0.293 | 0.019 | -0.006 | 0.086 | -0.080 | 0.008 | -0.001 | 0.054 | 0.033 | 0.331 | 0.171 | 0.579 | 1.000 |
| id_sku_venta | 0.152 | 0.023 | 0.029 | 0.247 | 0.031 | -0.017 | 0.032 | 0.293 | 1.000 | 0.013 | -0.012 | 0.034 | -0.115 | 0.050 | -0.030 | 0.121 | -0.001 | 0.115 | 0.199 | 0.159 | 0.290 |
| imacec | 0.052 | 0.000 | 0.025 | -0.032 | -0.001 | -0.002 | -0.001 | 0.019 | 0.013 | 1.000 | 0.005 | 0.251 | 0.011 | -0.003 | 0.007 | 0.039 | -0.002 | -0.247 | 0.071 | -0.169 | 0.019 |
| indice_gse | 0.176 | 0.400 | 0.040 | -0.004 | 0.058 | -0.042 | 0.058 | -0.006 | -0.012 | 0.005 | 1.000 | -0.002 | -0.030 | 0.274 | 0.415 | 0.120 | -0.371 | -0.023 | 0.120 | 0.007 | -0.005 |
| ipc | 0.021 | -0.003 | 0.016 | 0.169 | 0.005 | -0.013 | 0.005 | 0.086 | 0.034 | 0.251 | -0.002 | 1.000 | 0.013 | -0.000 | 0.002 | 0.018 | 0.004 | -0.115 | 0.072 | 0.213 | 0.077 |
| liq_um | 0.038 | 0.027 | 0.000 | -0.067 | 0.030 | -0.003 | 0.030 | -0.080 | -0.115 | 0.011 | -0.030 | 0.013 | 1.000 | 0.023 | -0.026 | 0.018 | -0.018 | -0.010 | 0.010 | -0.070 | -0.080 |
| n_habitantes | 0.095 | 0.382 | 0.017 | 0.005 | 0.086 | -0.024 | 0.085 | 0.008 | 0.050 | -0.003 | 0.274 | -0.000 | 0.023 | 1.000 | 0.263 | 0.091 | -0.035 | 0.018 | 0.027 | -0.002 | 0.008 |
| n_ptos_interes | 0.185 | 0.084 | 0.028 | 0.000 | 0.122 | -0.024 | 0.121 | -0.001 | -0.030 | 0.007 | 0.415 | 0.002 | -0.026 | 0.263 | 1.000 | 0.100 | -0.076 | -0.026 | 0.084 | 0.012 | -0.001 |
| segmento | 1.000 | 0.123 | 0.305 | 0.034 | 0.170 | 0.058 | 0.170 | 0.054 | 0.121 | 0.039 | 0.120 | 0.018 | 0.018 | 0.091 | 0.100 | 1.000 | 0.022 | 0.045 | 0.128 | 0.045 | 0.053 |
| superficie_km2 | 0.031 | -0.907 | 0.018 | 0.029 | -0.202 | 0.057 | -0.202 | 0.033 | -0.001 | -0.002 | -0.371 | 0.004 | -0.018 | -0.035 | -0.076 | 0.022 | 1.000 | 0.025 | 0.018 | 0.010 | 0.032 |
| tasa_desempleo | 0.088 | -0.014 | 0.043 | 0.141 | -0.000 | -0.006 | -0.000 | 0.331 | 0.115 | -0.247 | -0.023 | -0.115 | -0.010 | 0.018 | -0.026 | 0.045 | 0.025 | 1.000 | 0.144 | -0.184 | 0.331 |
| tipo_mix | 0.087 | 0.022 | 0.004 | 0.132 | 0.063 | 0.054 | 0.063 | 0.171 | 0.199 | 0.071 | 0.120 | 0.072 | 0.010 | 0.027 | 0.084 | 0.128 | 0.018 | 0.144 | 1.000 | 0.153 | 0.166 |
| tpm | 0.086 | -0.010 | 0.044 | 0.518 | -0.002 | -0.012 | -0.002 | 0.579 | 0.159 | -0.169 | 0.007 | 0.213 | -0.070 | -0.002 | 0.012 | 0.045 | 0.010 | -0.184 | 0.153 | 1.000 | 0.579 |
| uf | 0.094 | -0.024 | 0.048 | 0.865 | -0.006 | -0.006 | -0.006 | 1.000 | 0.290 | 0.019 | -0.005 | 0.077 | -0.080 | 0.008 | -0.001 | 0.053 | 0.032 | 0.331 | 0.166 | 0.579 | 1.000 |